All publications sorted by recency
Christian Moewes and Rudolf Kruse, Adjusting Monitored Experiments to Real-World Cases by Matching Labeled Time Series Motifs, in: Proceedings 18. Workshop Computational Intelligence, Dortmund, 3. - 5. Dezember 2008, pages 214--223, Universitätsverlag Karlsruhe, 2008 attachment
Christian Moewes, Clemens Otte and Rudolf Kruse, Simple Machine Learning Approaches to Safety-Related Systems, in: Machine Interpretation of Patterns: Image Analysis and Data Mining, pages 231--249, World Scientific Publishing Co. Inc., 2010
Mirko Böttcher, Georg Ruß, Detlef Nauck and Rudolf Kruse, From Change Mining to Relevance Feedback: A Unified View on Assessing Rule Interestingness, in: Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, pages 12-37, IGI Global, 2009 attachment
Christian Moewes and Rudolf Kruse, Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) attachment
Steffen Kempe and Rudolf Kruse, Mining Temporal Patterns in an Automotive Environment, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 521--528, 2008 attachment
Christian Moewes and Rudolf Kruse, Unification of Fuzzy SVMs and Rule Extraction Methods through imprecise Domain Knowledge, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Torremolinos (Málaga), pages 1527--1534, 2008 attachment
Frank Rügheimer and Rudolf Kruse, An Uncertainty Representation for Set-Valued Attributes with Hierarchical Domains, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 197--203, 2008 attachment
Matthias Steinbrecher, Frank Rügheimer and Rudolf Kruse, Application of Graphical Models in the Automotive Industry, in: Computational Intelligence in Automotive Applications, pages 79--88, Springer Berlin / Heidelberg, 2008 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 attachment
Matthias Steinbrecher and Rudolf Kruse, Identifying Temporal Trajectories of Association Rules with Fuzzy Descriptions, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2008), New York City, NY, pages 1--6, 2008
Valentin Laube, Christian Moewes and Sebastian Stober, Browsing Music by Usage Context, in: Proceedings of 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS 2008), pages 19--29, 2008 attachment
Georg Ruß, Rudolf Kruse, Peter Wagner and Martin Schneider, Data Mining with Neural Networks for Wheat Yield Prediction, in: Advances in Data Mining -- Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, Leipzig, pages 47--56, Springer Verlag, 2008 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Estimation of Neural Network Parameters for Wheat Yield Prediction, in: Artificial Intelligence in Theory and Practice II, pages 109--118, Springer Boston, 2008 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Optimizing Wheat Yield Prediction Using Different Topologies of Neural Networks, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 576--582, 2008 attachment
Christian Moewes, Clemens Otte and Rudolf Kruse, Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM, in: Soft Methods for Handling Variability and Imprecision, pages 409--416, Springer Berlin/Heidelberg, 2008 attachment
Christian Moewes, Application of support vector machines to discriminate vehicle crash events, School of Computer Science, University of Magdeburg, 2007 attachment
Matthias Steinbrecher and Rudolf Kruse, Visualization of Local Dependencies of Possibilistic Network Structures, in: Granular Computing: At the Junction of Rough Sets and Fuzzy Sets, pages 93--104, Springer Berlin / Heidelberg, 2008 attachment
Steffen Kempe, Jochen Hipp and Rudolf Kruse, FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns, in: Data Analysis, Machine Learning, and Applications, Berlin, Heidelberg, pages 253--260, Springer, 2007 attachment
Marie-Jeanne Lesot and Rudolf Kruse, Gustafson-Kessel-like clustering algorithm based on typicality degrees, in: Information Processing and Management of Uncertainty in Knowledge-based Systems, pages 1300--1307, EDK, Paris, 2006 attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, Visualization of Fuzzy Classifiers (2007), in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 15:5(615--624) attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, Visualization of Fuzzy Rule Classifiers for Flight Duration Forecast, in: Proc. of the Symposium on Fuzzy Systems in Computer Science (FSCS 2006, Magdeburg, Germany), 2006
Marie-Jeanne Lesot, Frank Rehm, Frank Klawonn and Rudolf Kruse, Prediction of Aircraft Flight Duration, in: Proceedings of the 11th IFAC Symposium on Control in Transportation Systems, Delft, Netherlands, 2006
Christian Borgelt and Rudolf Kruse, An Extended Objective Function for Prototype-less Fuzzy Clustering, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 146--151, 2007 attachment
Rudolf Kruse, Christian Döring and Marie-Jeanne Lesot, Fundamentals of Fuzzy Clustering, in: Advances in Fuzzy Clustering and its Applications, pages 3--30, John Wiley {\&} Sons, 2007 attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, A novel approach to noise clustering for outlier detection (2007), in: Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11:5(489--494) attachment
Ulrich Bodenhofer, Eyke Hüllermeier, Frank Klawonn and Rudolf Kruse, Special issue on soft computing for information mining [editorial] (2007), in: Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11:5(397--399) attachment
Xiaomeng Wang, Detlef Nauck, Martin Spott and Rudolf Kruse, Intelligent data analysis with fuzzy decision trees (2007), in: Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11:5(439--457) attachment
Matthias Steinbrecher and Rudolf Kruse, Visualization of Possibilistic Potentials, in: {Foundations of Fuzzy Logic and Soft Computing}, pages 295--303, Springer Berlin / Heidelberg, 2007 attachment
Rudolf Kruse, Christian Borgelt, Detlef Nauck, N.J. van Eck and and Matthias Steinbrecher, The role of soft computing in intelligent data analysis, in: Final program and abstracts of the 2007 IEEE International Conference on Fuzzy Systems, pages 9--17, 2007
Frank Rehm, Frank Klawonn and Rudolf Kruse, Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007
Christian Döring, Marie-Jeanne Lesot and Rudolf Kruse, Data analysis with fuzzy clustering methods (2006), in: Computational Statistics {\&} Data Analysis, 51:1(192--214) attachment
Matthias Steinbrecher and Rudolf Kruse, Visualisierung Bayesscher Netze zur Diagnoseunterstützung, in: GMA-Kongress 2007 --- Automation im gesamten Lebenszyklus, VDI-Verlag, 2007 attachment
Matthias Steinbrecher and Rudolf Kruse, Visualization of Local Dependencies of Possibilistic Network Structures, in: Proceedings of the International Symposium of Fuzzy and Rough Sets (ISFUROS), UCLV, Santa Clara, Cuba, pages 77--80, 2006
Matthias Steinbrecher and Rudolf Kruse, Visualizing Interesting Rules through Belief Network Inspection, in: Business Intelligence: Methods and Applications, pages 95--101, Verlag Dr. Kova{\v{c}}, Hamburg, 2007
Siddeswara Mayura Guru, Matthias Steinbrecher, Saman K. Halgamuge and Rudolf Kruse, Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks, in: Advances in Grid and Pervasive Computing, Second International Conference, GPC 2007, Paris, France, May 2-4, 2007, Proceedings, Springer Verlag, 2007 attachment
Georg Ruß, Rudolf Kruse, Detlef Nauck and Mirko Böttcher, Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval, in: Research and Development in Intelligent Systems, BCS SGAI, Cambridge, pages 253--266, Springer, 2008 attachment
Frank Rehm, Rudolf Kruse, Georg Ruß and Frank Klawonn, Modern Data Visualization for Air Traffic Management, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 19--24, 2007 attachment
Christian Borgelt, Jörg Gebhardt and Rudolf Kruse, Concepts for Probabilistic and Possibilistic Induction of Decision Trees on Real World Data, in: Proc.\ 4th European Congress on Intelligent Techniques and Soft Computing (EUFIT'96, Aachen, Germany), pages 1556--1560, Verlag Mainz, 1996
Christian Borgelt and Rudolf Kruse, Probabilistic and Possibilistic Networks and How to Learn Them from Data, in: Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications, pages 403--426, Springer-Verlag, 1998
Christian Borgelt, Jörg Gebhardt and Rudolf Kruse, Inference Methods, in: Handbook of Fuzzy Computation, Institute of Physics Publishing, 1998
Christian Borgelt and Rudolf Kruse, Efficient Maximum Projection of Database-Induced Multivariate Possibility Distributions, in: Proc.\ 7th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'98, Anchorage, AK), pages 663--668, IEEE Press, 1998 attachment
Christian Borgelt and Rudolf Kruse, Neuere Entwicklungen im Data Mining mit Bayesschen Netzen, in: Seminar zu Anwendungen von Fuzzy-Technologien und Neuronalen Netzen (Wernigerode, Germany), MIT GmbH, 1998